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Sponsored AI Networking Cookbook: Practical recipes for AI-assisted network automation and development AI Networking Cookbook: Practical recipes for AI-assisted network automation and development

Author

Jonti Talukdar

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Jul 2026

AlphaRoute: Large Language Models as Semantic Optimizers for Multi-Objective Routing

Very Large Scale Integration (VLSI) global routing is an NP-hard combinatorial optimization problem requiring signal net assignment across capacity-constrained 3D grids while minimizing congestion, wirelength, and via transitions. Because traditional heuristics rely on static penalty schedules that fail on complex cong...

Kabir Murjani, Mishri Bhavsar, Manish I. Patel et al. · 0 citations

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